v1.0.alpha7
Created & maintained by Francois Bertrand
Graphic design by Jean-Francois Hains
NBA
NO COMPARISON TARGET
481
ROWS
0
DUPLICATES
266.2 kb
RAM
30
FEATURES
4
CATEGORICAL
25
NUMERICAL
1
TEXT
pts
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
379
(79%)
MAX
2,593
95%
1,382
Q3
821
AVG
517
MEDIAN
401
Q1
115
5%
6
MIN
0
RANGE
2,593
IQR
706
STD
470
VAR
221k
KURT.
0.813
SKEW
1.05
SUM
248k
1
player
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
481
(100%)
1
0%
-
-
Kevin Seraphin
1
0%
-
-
Jamal Crawford
1
0%
-
-
Al Jefferson
1
0%
-
-
Jared Dudley
1
0%
-
-
Nate Wolters
1
0%
-
-
Alonzo Gee
1
0%
-
-
DeAndre Jordan
474
99%
-
-
(Other)
2
pos
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
7
(1%)
3
age
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
21
(4%)
MAX
39.0
95%
35.0
Q3
29.0
AVG
26.5
MEDIAN
26.0
Q1
23.0
5%
21.0
MIN
19.0
RANGE
20.0
IQR
6.00
STD
4.20
VAR
17.6
KURT.
-0.129
SKEW
0.665
SUM
12,751
4
bref_team_id
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
31
(6%)
5
g
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
82
(17%)
MAX
83.0
95%
82.0
Q3
76.0
MEDIAN
61.0
AVG
53.3
Q1
32.0
5%
5.0
MIN
1.0
RANGE
82.0
IQR
44.0
STD
25.3
VAR
641
KURT.
-0.931
SKEW
-0.625
SUM
25,615
6
gs
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
80
(17%)
MAX
82.0
95%
80.0
Q3
54.0
AVG
25.6
MEDIAN
10.0
Q1
0.0
5%
0.0
MIN
0.0
RANGE
82.0
IQR
54.0
STD
29.7
VAR
880
KURT.
-0.993
SKEW
0.800
SUM
12,300
7
mp
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
433
(90%)
MAX
3,122
95%
2,723
Q3
2,016
AVG
1,237
MEDIAN
1,141
Q1
388
5%
34
MIN
1
RANGE
3,121
IQR
1,628
STD
897
VAR
805k
KURT.
-1.22
SKEW
0.250
SUM
595k
8
fg
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
296
(62%)
MAX
849
95%
517
Q3
307
AVG
193
MEDIAN
146
Q1
47
5%
3
MIN
0
RANGE
849
IQR
260
STD
172
VAR
29,527
KURT.
0.276
SKEW
0.921
SUM
92,776
9
fga
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
372
(77%)
MAX
1,688
95%
1,143
Q3
672
AVG
424
MEDIAN
332
Q1
110
5%
9
MIN
0
RANGE
1,688
IQR
562
STD
369
VAR
136k
KURT.
-0.009
SKEW
0.854
SUM
204k
10
fg.
VALUES:
479
(99%)
MISSING:
2
(0%)
DISTINCT:
212
(44%)
MAX
1.00
95%
0.56
Q3
0.48
MEDIAN
0.44
AVG
0.44
Q1
0.40
5%
0.31
MIN
0.00
RANGE
1.00
IQR
0.079
STD
0.099
VAR
0.010
KURT.
9.41
SKEW
-0.599
SUM
209
11
x3p
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
134
(28%)
MAX
261
95%
145
Q3
68
AVG
40
MEDIAN
16
Q1
0
5%
0
MIN
0
RANGE
261
IQR
68.0
STD
50.9
VAR
2,586
KURT.
1.73
SKEW
1.47
SUM
19,054
12
x3pa
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
221
(46%)
MAX
615
95%
391
Q3
193
AVG
110
MEDIAN
48
Q1
3
5%
0
MIN
0
RANGE
615
IQR
190
STD
133
VAR
17,623
KURT.
0.929
SKEW
1.27
SUM
52,973
13
x3p.
VALUES:
414
(86%)
MISSING:
67
(14%)
DISTINCT:
272
(57%)
MAX
1.00
95%
0.44
Q3
0.38
MEDIAN
0.33
AVG
0.29
Q1
0.23
5%
0.00
MIN
0.00
RANGE
1.00
IQR
0.141
STD
0.158
VAR
0.025
KURT.
3.11
SKEW
0.082
SUM
118
14
x2p
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
274
(57%)
MAX
706
95%
447
Q3
230
AVG
153
MEDIAN
110
Q1
31
5%
2
MIN
0
RANGE
706
IQR
199
STD
147
VAR
21,675
KURT.
0.916
SKEW
1.16
SUM
73,722
15
x2pa
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
339
(70%)
MAX
1,408
95%
889
Q3
459
AVG
314
MEDIAN
227
Q1
67
5%
6
MIN
0
RANGE
1,408
IQR
392
STD
294
VAR
86,539
KURT.
0.704
SKEW
1.10
SUM
151k
16
x2p.
VALUES:
478
(99%)
MISSING:
3
(1%)
DISTINCT:
408
(85%)
MAX
1.00
95%
0.59
Q3
0.51
MEDIAN
0.47
AVG
0.47
Q1
0.43
5%
0.33
MIN
0.00
RANGE
1.00
IQR
0.079
STD
0.104
VAR
0.011
KURT.
8.77
SKEW
-1.12
SUM
223
17
efg.
VALUES:
479
(99%)
MISSING:
2
(0%)
DISTINCT:
202
(42%)
MAX
1.00
95%
0.59
Q3
0.53
MEDIAN
0.49
AVG
0.48
Q1
0.45
5%
0.35
MIN
0.00
RANGE
1.00
IQR
0.075
STD
0.100
VAR
0.010
KURT.
10.8
SKEW
-1.42
SUM
230
18
ft
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
203
(42%)
MAX
703
95%
303
Q3
126
AVG
91
MEDIAN
53
Q1
16
5%
0
MIN
0
RANGE
703
IQR
110
STD
104
VAR
10,747
KURT.
4.85
SKEW
1.92
SUM
43,870
19
fta
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
231
(48%)
MAX
805
95%
374
Q3
179
AVG
121
MEDIAN
73
Q1
22
5%
2
MIN
0
RANGE
805
IQR
157
STD
131
VAR
17,224
KURT.
3.71
SKEW
1.74
SUM
58,029
20
ft.
VALUES:
461
(96%)
MISSING:
20
(4%)
DISTINCT:
244
(51%)
MAX
1.00
95%
0.91
Q3
0.82
MEDIAN
0.75
AVG
0.72
Q1
0.65
5%
0.47
MIN
0.00
RANGE
1.00
IQR
0.167
STD
0.160
VAR
0.026
KURT.
5.47
SKEW
-1.77
SUM
333
21
orb
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
155
(32%)
MAX
440
95%
194
Q3
73
AVG
56
MEDIAN
35
Q1
12
5%
1
MIN
0
RANGE
440
IQR
61.0
STD
62.1
VAR
3,857
KURT.
5.19
SKEW
1.99
SUM
26,845
22
drb
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
267
(56%)
MAX
783
95%
466
Q3
230
AVG
163
MEDIAN
135
Q1
43
5%
4
MIN
0
RANGE
783
IQR
187
STD
145
VAR
21,126
KURT.
1.58
SKEW
1.26
SUM
78,315
23
trb
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
302
(63%)
MAX
1,114
95%
632
Q3
310
AVG
219
MEDIAN
168
Q1
55
5%
5
MIN
0
RANGE
1,114
IQR
255
STD
200
VAR
40,143
KURT.
2.05
SKEW
1.38
SUM
105k
24
ast
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
230
(48%)
MAX
721
95%
396
Q3
152
AVG
113
MEDIAN
65
Q1
20
5%
1
MIN
0
RANGE
721
IQR
132
STD
131
VAR
17,166
KURT.
3.68
SKEW
1.85
SUM
54,130
25
stl
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
120
(25%)
MAX
191
95%
108
Q3
60
AVG
39
MEDIAN
32
Q1
9
5%
0
MIN
0
RANGE
191
IQR
51.0
STD
34.8
VAR
1,210
KURT.
1.09
SKEW
1.09
SUM
18,894
26
blk
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
90
(19%)
MAX
219
95%
88
Q3
32
AVG
24
MEDIAN
14
Q1
4
5%
0
MIN
0
RANGE
219
IQR
28.0
STD
30.9
VAR
953
KURT.
9.39
SKEW
2.62
SUM
11,594
27
tov
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
180
(37%)
MAX
295
95%
198
Q3
108
AVG
72
MEDIAN
58
Q1
21
5%
2
MIN
0
RANGE
295
IQR
87.0
STD
62.7
VAR
3,932
KURT.
0.763
SKEW
1.06
SUM
34,566
28
pf
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
204
(42%)
MAX
273
95%
219
Q3
158
AVG
106
MEDIAN
104
Q1
44
5%
3
MIN
0
RANGE
273
IQR
114
STD
71.2
VAR
5,071
KURT.
-0.976
SKEW
0.199
SUM
50,923
29
season
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
1
(0%)
30
season_end
VALUES:
481
(100%)
MISSING:
---
DISTINCT:
1
(0%)
pts
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fg
0.99
fga
0.99
x2pa
0.94
x2p
0.93
ft
0.93
mp
0.93
fta
0.92
tov
0.91
gs
0.81
stl
0.80
drb
0.78
pf
0.78
ast
0.74
g
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.18
pos
0.15
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
8
1.7%
6
6
1.2%
159
5
1.0%
404
3
0.6%
350
3
0.6%
26
3
0.6%
2
3
0.6%
14
3
0.6%
343
3
0.6%
911
3
0.6%
352
3
0.6%
15
3
0.6%
3
3
0.6%
339
3
0.6%
298
2
0.4%
SMALLEST VALUES

0
8
1.7%
1
2
0.4%
2
3
0.6%
3
3
0.6%
4
1
0.2%
5
2
0.4%
6
6
1.2%
7
2
0.4%
9
2
0.4%
11
2
0.4%
12
2
0.4%
14
3
0.6%
15
3
0.6%
16
1
0.2%
18
1
0.2%
LARGEST VALUES

2593
1
0.2%
2112
1
0.2%
2089
1
0.2%
2010
1
0.2%
1930
1
0.2%
1873
1
0.2%
1851
1
0.2%
1791
1
0.2%
1737
1
0.2%
1735
1
0.2%
1695
1
0.2%
1614
1
0.2%
1603
1
0.2%
1594
1
0.2%
1583
1
0.2%
Associations
Showing ONLY dataset "NBA"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
Associations
Showing ONLY dataset "None"
• SQUARES are categorical associations (uncertainty coefficient & correlation ratio) from 0 to 1. The uncertainty coefficient is assymmetrical, (approximating how much the elements on the left PROVIDE INFORMATION on elements in the row).
• CIRCLES are numerical correlations (Pearson's) from -1 to 1.
• The trivial DIAGONAL is intentionally left blank for clarity.
pts
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fg
0.99
fga
0.99
x2pa
0.94
x2p
0.93
ft
0.93
mp
0.93
fta
0.92
tov
0.91
gs
0.81
stl
0.80
drb
0.78
pf
0.78
ast
0.74
g
0.73

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.18
pos
0.15
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
8
1.7%
6
6
1.2%
159
5
1.0%
404
3
0.6%
350
3
0.6%
26
3
0.6%
2
3
0.6%
14
3
0.6%
343
3
0.6%
911
3
0.6%
352
3
0.6%
15
3
0.6%
3
3
0.6%
339
3
0.6%
298
2
0.4%
SMALLEST VALUES

0
8
1.7%
1
2
0.4%
2
3
0.6%
3
3
0.6%
4
1
0.2%
5
2
0.4%
6
6
1.2%
7
2
0.4%
9
2
0.4%
11
2
0.4%
12
2
0.4%
14
3
0.6%
15
3
0.6%
16
1
0.2%
18
1
0.2%
LARGEST VALUES

2593
1
0.2%
2112
1
0.2%
2089
1
0.2%
2010
1
0.2%
1930
1
0.2%
1873
1
0.2%
1851
1
0.2%
1791
1
0.2%
1737
1
0.2%
1735
1
0.2%
1695
1
0.2%
1614
1
0.2%
1603
1
0.2%
1594
1
0.2%
1583
1
0.2%
player
MISSING:
---
1
0%
-
-
Kevin Seraphin
1
0%
-
-
Jamal Crawford
1
0%
-
-
Al Jefferson
1
0%
-
-
Jared Dudley
1
0%
-
-
Nate Wolters
1
0%
-
-
Alonzo Gee
1
0%
-
-
DeAndre Jordan
1
0%
-
-
Kobe Bryant
1
0%
-
-
James Harden
1
0%
-
-
Austin Rivers
1
0%
-
-
Jarrett Jack
1
0%
-
-
Elliot Williams
1
0%
-
-
Lance Thomas
1
0%
-
-
Greg Stiemsma
1
0%
-
-
Andre Iguodala
1
0%
-
-
Al Horford
1
0%
-
-
Chris Paul
1
0%
-
-
Trevor Ariza
1
0%
-
-
Patrick Patterson
1
0%
-
-
Louis Amundson
1
0%
-
-
LaMarcus Aldridge
1
0%
-
-
John Wall
1
0%
-
-
Jamaal Tinsley
1
0%
-
-
Damion James
1
0%
-
-
Mustafa Shakur
1
0%
-
-
Arron Afflalo
1
0%
-
-
Vince Carter
1
0%
-
-
Earl Clark
1
0%
-
-
Gordon Hayward
1
0%
-
-
Diante Garrett
1
0%
-
-
Ricky Rubio
1
0%
-
-
Phil Pressey
1
0%
-
-
Luis Scola
1
0%
-
-
Luke Ridnour
1
0%
-
-
James Johnson
1
0%
-
-
Terrence Ross
1
0%
-
-
Shavlik Randolph
1
0%
-
-
Alexey Shved
1
0%
-
-
Vander Blue
1
0%
-
-
Darren Collison
1
0%
-
-
Greg Monroe
1
0%
-
-
Kawhi Leonard
1
0%
-
-
Victor Claver
1
0%
-
-
Bismack Biyombo
1
0%
-
-
Reggie Jackson
1
0%
-
-
Marc Gasol
1
0%
-
-
Byron Mullens
1
0%
-
-
Travis Outlaw
1
0%
-
-
Derrick Williams
1
0%
-
-
Ramon Sessions
1
0%
-
-
Michael Beasley
1
0%
-
-
Andre Drummond
1
0%
-
-
Jimmer Fredette
1
0%
-
-
Garrett Temple
1
0%
-
-
Darius Miller
1
0%
-
-
Chuck Hayes
1
0%
-
-
Donatas Motiejunas
1
0%
-
-
Toure' Murry
1
0%
-
-
Earl Watson
1
0%
-
-
Mike Dunleavy
421
88%
-
-
(Other)
pos
MISSING:
---
TOP CATEGORIES

pts
(avg)
SG
109
23%
500
SF
99
21%
494
PF
96
20%
571
C
90
19%
425
PG
85
18%
611
F
1
0%
4
G
1
0%
6
ALL
481
100%
517
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
pos
PROVIDES INFORMATION ON...

season
1.00
season_end
1.00
bref_team_id
0.02

THESE FEATURES GIVE INFORMATION
ON pos:

bref_team_id
0.04
season
0.00
season_end
0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
pos
CORRELATION RATIO WITH...

x3p.
0.53
orb
0.52
ast
0.50
blk
0.48
x3pa
0.44
x3p
0.42
trb
0.40
fg.
0.39
drb
0.34
x2p.
0.28
stl
0.27
tov
0.26
ft.
0.23
pf
0.21
age
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

efg.
0.07
orb
-0.07
fta
-0.06
x3p
0.05
ft
-0.05
x2pa
-0.04
tov
-0.03
x2p
-0.03
x3pa
0.03
stl
-0.03
pf
-0.03
fg.
0.03
gs
0.03
ft.
0.02

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.39
pos
0.09
season
0.00
season_end
0.00
MOST FREQUENT VALUES

25
51
10.6%
23
50
10.4%
24
45
9.4%
26
43
8.9%
22
41
8.5%
27
39
8.1%
28
36
7.5%
29
29
6.0%
21
23
4.8%
31
21
4.4%
33
20
4.2%
30
17
3.5%
20
16
3.3%
32
14
2.9%
35
10
2.1%
SMALLEST VALUES

19
2
0.4%
20
16
3.3%
21
23
4.8%
22
41
8.5%
23
50
10.4%
24
45
9.4%
25
51
10.6%
26
43
8.9%
27
39
8.1%
28
36
7.5%
29
29
6.0%
30
17
3.5%
31
21
4.4%
32
14
2.9%
33
20
4.2%
LARGEST VALUES

39
2
0.4%
38
2
0.4%
37
6
1.2%
36
6
1.2%
35
10
2.1%
34
8
1.7%
33
20
4.2%
32
14
2.9%
31
21
4.4%
30
17
3.5%
29
29
6.0%
28
36
7.5%
27
39
8.1%
26
43
8.9%
25
51
10.6%
bref_team_id
MISSING:
---
TOP CATEGORIES

pts
(avg)
TOT
63
13%
341
NOP
18
4%
451
OKC
17
4%
500
LAC
16
3%
536
LAL
16
3%
486
UTA
16
3%
486
NYK
15
3%
523
ATL
15
3%
530
BRK
15
3%
506
DET
15
3%
552
DAL
15
3%
573
POR
15
3%
584
MIA
15
3%
549
PHO
15
3%
575
HOU
15
3%
559
BOS
14
3%
476
MIN
14
3%
609
(Other)
172
36%
563
ALL
481
100%
517
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
bref_team_id
PROVIDES INFORMATION ON...

season
1.00
season_end
1.00
pos
0.04

THESE FEATURES GIVE INFORMATION
ON bref_team_id:

pos
0.02
season
-0.00
season_end
-0.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
bref_team_id
CORRELATION RATIO WITH...

age
0.39
efg.
0.30
ft.
0.28
fg.
0.26
x2p.
0.26
x3p.
0.23
pf
0.22
g
0.22
drb
0.21
blk
0.20
orb
0.20
trb
0.20
gs
0.20
stl
0.20
g
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

pf
0.87
mp
0.86
fga
0.75
fg
0.74
pts
0.73
tov
0.71
stl
0.71
drb
0.71
x2pa
0.69
x2p
0.68
trb
0.68
fta
0.62
gs
0.61
ft
0.60

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.22
pos
0.16
season
0.00
season_end
0.00
MOST FREQUENT VALUES

82
28
5.8%
80
23
4.8%
81
22
4.6%
73
18
3.7%
77
14
2.9%
79
14
2.9%
72
13
2.7%
78
12
2.5%
2
11
2.3%
76
10
2.1%
71
9
1.9%
70
9
1.9%
68
9
1.9%
74
8
1.7%
54
8
1.7%
SMALLEST VALUES

1
2
0.4%
2
11
2.3%
3
6
1.2%
4
2
0.4%
5
6
1.2%
6
5
1.0%
7
2
0.4%
8
4
0.8%
9
3
0.6%
10
1
0.2%
11
5
1.0%
12
1
0.2%
13
3
0.6%
14
4
0.8%
15
5
1.0%
LARGEST VALUES

83
1
0.2%
82
28
5.8%
81
22
4.6%
80
23
4.8%
79
14
2.9%
78
12
2.5%
77
14
2.9%
76
10
2.1%
75
3
0.6%
74
8
1.7%
73
18
3.7%
72
13
2.7%
71
9
1.9%
70
9
1.9%
69
7
1.5%
gs
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mp
0.86
fg
0.82
fga
0.81
pts
0.81
x2p
0.79
x2pa
0.78
drb
0.77
tov
0.77
stl
0.74
trb
0.74
pf
0.73
fta
0.72
ft
0.71
ast
0.64

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.20
pos
0.11
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
125
26.0%
1
27
5.6%
2
18
3.7%
4
14
2.9%
73
12
2.5%
3
12
2.5%
82
12
2.5%
6
10
2.1%
13
10
2.1%
5
9
1.9%
9
9
1.9%
81
9
1.9%
7
9
1.9%
79
8
1.7%
8
7
1.5%
SMALLEST VALUES

0
125
26.0%
1
27
5.6%
2
18
3.7%
3
12
2.5%
4
14
2.9%
5
9
1.9%
6
10
2.1%
7
9
1.9%
8
7
1.5%
9
9
1.9%
10
5
1.0%
11
2
0.4%
12
7
1.5%
13
10
2.1%
14
4
0.8%
LARGEST VALUES

82
12
2.5%
81
9
1.9%
80
6
1.2%
79
8
1.7%
78
7
1.5%
77
7
1.5%
76
5
1.0%
75
1
0.2%
74
2
0.4%
73
12
2.5%
72
1
0.2%
71
5
1.0%
70
2
0.4%
69
2
0.4%
68
6
1.2%
mp
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fga
0.94
fg
0.93
pts
0.93
tov
0.89
pf
0.88
x2pa
0.87
g
0.86
x2p
0.86
gs
0.86
stl
0.85
drb
0.82
fta
0.81
ft
0.81
trb
0.77

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.19
pos
0.16
season
0.00
season_end
0.00
MOST FREQUENT VALUES

392
3
0.6%
1416
3
0.6%
15
3
0.6%
2214
2
0.4%
355
2
0.4%
1283
2
0.4%
172
2
0.4%
1072
2
0.4%
2531
2
0.4%
1950
2
0.4%
488
2
0.4%
1396
2
0.4%
2213
2
0.4%
161
2
0.4%
2409
2
0.4%
SMALLEST VALUES

1
1
0.2%
2
1
0.2%
3
1
0.2%
5
1
0.2%
7
1
0.2%
9
2
0.4%
10
2
0.4%
11
2
0.4%
12
1
0.2%
13
1
0.2%
15
3
0.6%
17
1
0.2%
19
1
0.2%
24
1
0.2%
27
1
0.2%
LARGEST VALUES

3122
1
0.2%
3023
1
0.2%
3017
1
0.2%
2982
1
0.2%
2980
1
0.2%
2956
1
0.2%
2937
1
0.2%
2902
1
0.2%
2898
1
0.2%
2870
1
0.2%
2868
1
0.2%
2863
1
0.2%
2862
1
0.2%
2846
1
0.2%
2820
1
0.2%
fg
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

pts
0.99
fga
0.99
x2pa
0.96
x2p
0.96
mp
0.93
tov
0.90
fta
0.90
ft
0.89
gs
0.82
drb
0.82
pf
0.80
stl
0.79
trb
0.77
g
0.74

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.18
pos
0.15
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
10
2.1%
3
9
1.9%
31
7
1.5%
1
6
1.2%
6
6
1.2%
5
5
1.0%
73
5
1.0%
2
5
1.0%
76
4
0.8%
36
4
0.8%
294
4
0.8%
56
4
0.8%
111
4
0.8%
33
4
0.8%
141
4
0.8%
SMALLEST VALUES

0
10
2.1%
1
6
1.2%
2
5
1.0%
3
9
1.9%
4
1
0.2%
5
5
1.0%
6
6
1.2%
7
4
0.8%
8
3
0.6%
9
2
0.4%
11
3
0.6%
12
3
0.6%
13
2
0.4%
15
3
0.6%
16
4
0.8%
LARGEST VALUES

849
1
0.2%
767
1
0.2%
743
1
0.2%
718
1
0.2%
700
1
0.2%
652
2
0.4%
650
1
0.2%
633
1
0.2%
604
1
0.2%
591
1
0.2%
582
1
0.2%
579
1
0.2%
577
1
0.2%
576
1
0.2%
560
1
0.2%
fga
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

pts
0.99
fg
0.99
x2pa
0.94
mp
0.94
x2p
0.92
tov
0.91
ft
0.89
fta
0.88
gs
0.81
stl
0.80
pf
0.79
drb
0.77
ast
0.75
g
0.75

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.18
bref_team_id
0.17
season
0.00
season_end
0.00
MOST FREQUENT VALUES

1
6
1.2%
67
4
0.8%
9
4
0.8%
6
4
0.8%
14
4
0.8%
92
3
0.6%
91
3
0.6%
141
3
0.6%
459
3
0.6%
126
3
0.6%
275
3
0.6%
853
3
0.6%
17
3
0.6%
42
3
0.6%
300
3
0.6%
SMALLEST VALUES

0
2
0.4%
1
6
1.2%
2
2
0.4%
3
3
0.6%
4
2
0.4%
5
2
0.4%
6
4
0.8%
7
2
0.4%
8
1
0.2%
9
4
0.8%
11
1
0.2%
12
1
0.2%
13
2
0.4%
14
4
0.8%
15
3
0.6%
LARGEST VALUES

1688
1
0.2%
1643
1
0.2%
1423
1
0.2%
1421
1
0.2%
1407
1
0.2%
1383
1
0.2%
1376
1
0.2%
1362
1
0.2%
1359
1
0.2%
1353
1
0.2%
1337
1
0.2%
1304
1
0.2%
1283
1
0.2%
1278
1
0.2%
1273
1
0.2%
fg.
MISSING:
2
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

efg.
0.91
x2p.
0.88
orb
0.42
trb
0.40
blk
0.40
drb
0.38
pf
0.36
x2p
0.33
g
0.32
x2pa
0.28
fg
0.28
mp
0.27
fta
0.26
pts
0.25

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.39
bref_team_id
0.26
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0.429
9
1.9%
0.5
8
1.7%
0.415
8
1.7%
0.0
8
1.7%
0.46399999999999997
7
1.5%
0.456
7
1.5%
0.43799999999999994
7
1.5%
0.33299999999999996
6
1.3%
0.442
5
1.0%
0.423
5
1.0%
0.447
5
1.0%
0.451
5
1.0%
0.436
5
1.0%
0.475
5
1.0%
0.431
5
1.0%
SMALLEST VALUES

0.0
8
1.7%
0.2
3
0.6%
0.205
1
0.2%
0.222
2
0.4%
0.231
2
0.4%
0.23800000000000002
1
0.2%
0.267
1
0.2%
0.273
1
0.2%
0.28600000000000003
1
0.2%
0.297
1
0.2%
0.302
1
0.2%
0.304
2
0.4%
0.308
1
0.2%
0.313
1
0.2%
0.315
1
0.2%
LARGEST VALUES

1.0
2
0.4%
0.736
1
0.2%
0.677
1
0.2%
0.6759999999999999
1
0.2%
0.659
1
0.2%
0.644
1
0.2%
0.643
1
0.2%
0.627
1
0.2%
0.623
1
0.2%
0.611
1
0.2%
0.6
2
0.4%
0.598
1
0.2%
0.593
1
0.2%
0.591
1
0.2%
0.58
1
0.2%
x3p
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x3pa
0.99
fga
0.66
pts
0.66
mp
0.65
ast
0.62
fg
0.60
stl
0.59
tov
0.56
g
0.52
ft
0.50
gs
0.50
x3p.
0.46
pf
0.45
fta
0.44

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.42
bref_team_id
0.16
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
133
27.7%
1
19
4.0%
3
14
2.9%
2
12
2.5%
4
12
2.5%
12
9
1.9%
7
8
1.7%
5
7
1.5%
30
5
1.0%
8
5
1.0%
22
5
1.0%
18
5
1.0%
25
4
0.8%
59
4
0.8%
28
4
0.8%
SMALLEST VALUES

0
133
27.7%
1
19
4.0%
2
12
2.5%
3
14
2.9%
4
12
2.5%
5
7
1.5%
6
4
0.8%
7
8
1.7%
8
5
1.0%
9
4
0.8%
10
3
0.6%
11
4
0.8%
12
9
1.9%
13
3
0.6%
14
2
0.4%
LARGEST VALUES

261
1
0.2%
223
1
0.2%
218
1
0.2%
204
1
0.2%
201
1
0.2%
192
1
0.2%
191
1
0.2%
190
2
0.4%
189
2
0.4%
185
1
0.2%
182
1
0.2%
180
1
0.2%
177
1
0.2%
167
1
0.2%
162
2
0.4%
x3pa
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x3p
0.99
fga
0.69
pts
0.67
mp
0.67
ast
0.64
stl
0.62
fg
0.61
tov
0.59
g
0.54
ft
0.53
gs
0.52
fta
0.47
pf
0.46
x3p.
0.45

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.44
bref_team_id
0.15
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
67
13.9%
1
35
7.3%
2
17
3.5%
3
11
2.3%
5
9
1.9%
7
7
1.5%
6
6
1.2%
11
6
1.2%
15
5
1.0%
17
5
1.0%
25
5
1.0%
54
4
0.8%
8
4
0.8%
18
4
0.8%
47
4
0.8%
SMALLEST VALUES

0
67
13.9%
1
35
7.3%
2
17
3.5%
3
11
2.3%
4
1
0.2%
5
9
1.9%
6
6
1.2%
7
7
1.5%
8
4
0.8%
9
3
0.6%
10
1
0.2%
11
6
1.2%
12
4
0.8%
13
2
0.4%
14
3
0.6%
LARGEST VALUES

615
1
0.2%
554
1
0.2%
535
1
0.2%
511
1
0.2%
510
1
0.2%
505
1
0.2%
500
2
0.4%
498
1
0.2%
491
1
0.2%
483
1
0.2%
480
1
0.2%
457
1
0.2%
446
1
0.2%
442
1
0.2%
432
1
0.2%
x3p.
MISSING:
67
(14%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x3p
0.46
x3pa
0.45
orb
-0.31
efg.
0.30
ft.
0.29
ast
0.21
blk
-0.19
trb
-0.17
fga
0.15
stl
0.15
pts
0.14
mp
0.14
x2p.
-0.12
fg
0.11

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.53
bref_team_id
0.23
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0.0
66
15.9%
0.25
8
1.9%
0.33333333333333304
8
1.9%
0.2
7
1.7%
0.315789473684211
5
1.2%
0.4
5
1.2%
1.0
4
1.0%
0.36363636363636404
4
1.0%
0.166666666666667
4
1.0%
0.272727272727273
4
1.0%
0.375
4
1.0%
0.5
3
0.7%
0.277777777777778
3
0.7%
0.294117647058824
3
0.7%
0.222222222222222
3
0.7%
SMALLEST VALUES

0.0
66
15.9%
0.0434782608695652
1
0.2%
0.0666666666666667
1
0.2%
0.0714285714285714
1
0.2%
0.1
2
0.5%
0.111111111111111
1
0.2%
0.125
1
0.2%
0.138888888888889
1
0.2%
0.14285714285714302
2
0.5%
0.153846153846154
2
0.5%
0.166666666666667
4
1.0%
0.179487179487179
1
0.2%
0.18181818181818202
1
0.2%
0.1875
1
0.2%
0.19047619047619
1
0.2%
LARGEST VALUES

1.0
4
1.0%
0.523809523809524
1
0.2%
0.52
1
0.2%
0.5185185185185179
1
0.2%
0.5
3
0.7%
0.48
1
0.2%
0.47619047619047605
1
0.2%
0.47193877551020397
1
0.2%
0.469387755102041
1
0.2%
0.46428571428571397
1
0.2%
0.459227467811159
1
0.2%
0.45454545454545503
1
0.2%
0.452380952380952
1
0.2%
0.45128205128205107
1
0.2%
0.449411764705882
1
0.2%
x2p
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x2pa
0.99
fg
0.96
pts
0.93
fga
0.92
fta
0.89
ft
0.87
mp
0.86
tov
0.86
drb
0.86
trb
0.83
gs
0.79
pf
0.78
stl
0.71
g
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.20
bref_team_id
0.18
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
12
2.5%
3
10
2.1%
2
8
1.7%
27
8
1.7%
1
7
1.5%
5
7
1.5%
21
6
1.2%
13
5
1.0%
6
5
1.0%
31
5
1.0%
52
5
1.0%
11
5
1.0%
42
4
0.8%
67
4
0.8%
8
4
0.8%
SMALLEST VALUES

0
12
2.5%
1
7
1.5%
2
8
1.7%
3
10
2.1%
4
3
0.6%
5
7
1.5%
6
5
1.0%
7
2
0.4%
8
4
0.8%
9
1
0.2%
10
3
0.6%
11
5
1.0%
12
3
0.6%
13
5
1.0%
14
2
0.4%
LARGEST VALUES

706
1
0.2%
697
1
0.2%
657
1
0.2%
651
1
0.2%
649
1
0.2%
591
1
0.2%
576
1
0.2%
558
1
0.2%
540
1
0.2%
520
1
0.2%
513
1
0.2%
507
1
0.2%
504
1
0.2%
502
1
0.2%
501
1
0.2%
x2pa
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x2p
0.99
fg
0.96
fga
0.94
pts
0.94
fta
0.89
tov
0.88
ft
0.88
mp
0.87
drb
0.84
trb
0.80
gs
0.78
pf
0.78
stl
0.73
g
0.69

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.19
bref_team_id
0.18
season
0.00
season_end
0.00
MOST FREQUENT VALUES

9
7
1.5%
1
7
1.5%
3
5
1.0%
6
5
1.0%
126
4
0.8%
60
4
0.8%
24
4
0.8%
31
4
0.8%
32
4
0.8%
70
4
0.8%
21
4
0.8%
2
4
0.8%
59
3
0.6%
38
3
0.6%
377
3
0.6%
SMALLEST VALUES

0
3
0.6%
1
7
1.5%
2
4
0.8%
3
5
1.0%
4
3
0.6%
5
2
0.4%
6
5
1.0%
7
3
0.6%
9
7
1.5%
10
1
0.2%
11
2
0.4%
12
2
0.4%
13
1
0.2%
14
3
0.6%
15
1
0.2%
LARGEST VALUES

1408
1
0.2%
1361
1
0.2%
1315
1
0.2%
1228
1
0.2%
1197
2
0.4%
1184
1
0.2%
1178
1
0.2%
1069
1
0.2%
1047
1
0.2%
1029
1
0.2%
1014
1
0.2%
996
1
0.2%
991
1
0.2%
982
1
0.2%
980
1
0.2%
x2p.
MISSING:
3
(1%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fg.
0.88
efg.
0.83
trb
0.32
orb
0.31
blk
0.30
drb
0.30
pf
0.30
g
0.28
x2p
0.26
mp
0.24
fg
0.24
pts
0.22
fta
0.21
x2pa
0.21

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.28
bref_team_id
0.26
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0.5
16
3.3%
0.0
9
1.9%
0.33333333333333304
7
1.5%
0.666666666666667
4
0.8%
0.49206349206349204
3
0.6%
0.523809523809524
3
0.6%
0.4166666666666671
3
0.6%
0.509803921568627
3
0.6%
0.555555555555556
3
0.6%
0.46551724137930994
3
0.6%
0.375
3
0.6%
0.448979591836735
2
0.4%
0.384615384615385
2
0.4%
0.44
2
0.4%
0.46017699115044197
2
0.4%
SMALLEST VALUES

0.0
9
1.9%
0.2
1
0.2%
0.214285714285714
1
0.2%
0.222222222222222
2
0.4%
0.23809523809523803
1
0.2%
0.25
2
0.4%
0.28571428571428603
2
0.4%
0.3
2
0.4%
0.3125
1
0.2%
0.315789473684211
1
0.2%
0.32258064516129
2
0.4%
0.32558139534883695
1
0.2%
0.326530612244898
1
0.2%
0.32673267326732697
1
0.2%
0.33333333333333304
7
1.5%
LARGEST VALUES

1.0
2
0.4%
0.75
1
0.2%
0.7361111111111109
1
0.2%
0.6767371601208461
1
0.2%
0.6757281553398061
1
0.2%
0.666666666666667
4
0.8%
0.6655518394648829
1
0.2%
0.661596958174905
1
0.2%
0.6428571428571429
1
0.2%
0.626666666666667
1
0.2%
0.6245110821382011
1
0.2%
0.621776504297994
1
0.2%
0.617647058823529
1
0.2%
0.6111111111111109
1
0.2%
0.6
2
0.4%
efg.
MISSING:
2
(0%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fg.
0.91
x2p.
0.83
g
0.35
pf
0.33
mp
0.30
drb
0.30
trb
0.30
x3p.
0.30
fg
0.28
pts
0.27
blk
0.27
orb
0.26
x2p
0.25
fga
0.24

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.30
pos
0.21
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0.5
14
2.9%
0.49
8
1.7%
0.0
8
1.7%
0.474
7
1.5%
0.508
6
1.3%
0.45
6
1.3%
0.478
6
1.3%
0.469
6
1.3%
0.48700000000000004
6
1.3%
0.441
6
1.3%
0.45799999999999996
6
1.3%
0.529
6
1.3%
0.546
6
1.3%
0.511
6
1.3%
0.475
6
1.3%
SMALLEST VALUES

0.0
8
1.7%
0.2
1
0.2%
0.222
2
0.4%
0.225
1
0.2%
0.231
1
0.2%
0.233
1
0.2%
0.244
1
0.2%
0.25
1
0.2%
0.262
1
0.2%
0.31
1
0.2%
0.32
1
0.2%
0.33299999999999996
3
0.6%
0.34
1
0.2%
0.353
2
0.4%
0.35700000000000004
1
0.2%
LARGEST VALUES

1.0
2
0.4%
0.75
1
0.2%
0.736
1
0.2%
0.677
2
0.4%
0.6759999999999999
1
0.2%
0.662
1
0.2%
0.659
1
0.2%
0.649
1
0.2%
0.643
1
0.2%
0.631
1
0.2%
0.627
1
0.2%
0.626
1
0.2%
0.623
1
0.2%
0.611
3
0.6%
0.61
1
0.2%
ft
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

fta
0.99
pts
0.93
fg
0.89
fga
0.89
x2pa
0.88
tov
0.87
x2p
0.87
mp
0.81
stl
0.72
gs
0.71
drb
0.70
ast
0.70
pf
0.66
trb
0.65

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.18
pos
0.14
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
27
5.6%
10
11
2.3%
1
10
2.1%
26
9
1.9%
6
9
1.9%
8
8
1.7%
2
7
1.5%
3
7
1.5%
52
7
1.5%
9
6
1.2%
7
6
1.2%
5
6
1.2%
4
6
1.2%
19
6
1.2%
37
5
1.0%
SMALLEST VALUES

0
27
5.6%
1
10
2.1%
2
7
1.5%
3
7
1.5%
4
6
1.2%
5
6
1.2%
6
9
1.9%
7
6
1.2%
8
8
1.7%
9
6
1.2%
10
11
2.3%
11
5
1.0%
12
1
0.2%
13
2
0.4%
14
5
1.0%
LARGEST VALUES

703
1
0.2%
576
1
0.2%
520
1
0.2%
519
1
0.2%
482
1
0.2%
459
1
0.2%
439
1
0.2%
432
1
0.2%
401
1
0.2%
371
1
0.2%
349
1
0.2%
348
1
0.2%
346
1
0.2%
339
1
0.2%
338
1
0.2%
fta
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

ft
0.99
pts
0.92
fg
0.90
x2p
0.89
x2pa
0.89
fga
0.88
tov
0.88
mp
0.81
drb
0.76
stl
0.73
gs
0.72
trb
0.72
pf
0.70
ast
0.67

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.19
pos
0.13
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
20
4.2%
2
12
2.5%
4
10
2.1%
12
8
1.7%
11
8
1.7%
67
6
1.2%
21
6
1.2%
5
6
1.2%
7
5
1.0%
121
5
1.0%
20
5
1.0%
55
5
1.0%
43
5
1.0%
30
5
1.0%
16
5
1.0%
SMALLEST VALUES

0
20
4.2%
1
4
0.8%
2
12
2.5%
3
2
0.4%
4
10
2.1%
5
6
1.2%
6
3
0.6%
7
5
1.0%
8
4
0.8%
9
3
0.6%
10
4
0.8%
11
8
1.7%
12
8
1.7%
13
2
0.4%
14
4
0.8%
LARGEST VALUES

805
1
0.2%
674
1
0.2%
665
1
0.2%
638
1
0.2%
633
1
0.2%
630
1
0.2%
595
1
0.2%
585
1
0.2%
541
1
0.2%
464
1
0.2%
440
1
0.2%
430
1
0.2%
426
1
0.2%
416
1
0.2%
407
1
0.2%
ft.
MISSING:
20
(4%)
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

x3pa
0.37
x3p
0.37
fga
0.31
pts
0.30
x3p.
0.29
mp
0.28
ast
0.28
fg
0.28
ft
0.27
g
0.25
tov
0.25
stl
0.22
x2pa
0.22
fta
0.20

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.28
pos
0.23
season
0.00
season_end
0.00
MOST FREQUENT VALUES

1.0
13
2.8%
0.5
11
2.4%
0.75
9
2.0%
0.667
7
1.5%
0.0
7
1.5%
0.821
6
1.3%
0.857
5
1.1%
0.833
5
1.1%
0.7140000000000001
5
1.1%
0.78
5
1.1%
0.636
5
1.1%
0.813
5
1.1%
0.8
5
1.1%
0.754
4
0.9%
0.742
4
0.9%
SMALLEST VALUES

0.0
7
1.5%
0.16699999999999998
1
0.2%
0.2
2
0.4%
0.25
1
0.2%
0.33899999999999997
1
0.2%
0.344
1
0.2%
0.375
1
0.2%
0.4
3
0.7%
0.418
1
0.2%
0.42
1
0.2%
0.428
1
0.2%
0.43799999999999994
1
0.2%
0.455
1
0.2%
0.465
1
0.2%
0.473
1
0.2%
LARGEST VALUES

1.0
13
2.8%
0.963
1
0.2%
0.9520000000000001
1
0.2%
0.94
2
0.4%
0.938
1
0.2%
0.9259999999999999
1
0.2%
0.917
2
0.4%
0.915
1
0.2%
0.909
2
0.4%
0.905
3
0.7%
0.903
1
0.2%
0.9
1
0.2%
0.899
1
0.2%
0.895
1
0.2%
0.893
1
0.2%
orb
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

trb
0.92
drb
0.84
blk
0.78
pf
0.71
x2p
0.68
x2pa
0.64
mp
0.58
fg
0.56
gs
0.56
g
0.55
fta
0.54
pts
0.51
fga
0.49
tov
0.47

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.52
bref_team_id
0.20
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
24
5.0%
1
14
2.9%
2
12
2.5%
15
11
2.3%
4
10
2.1%
38
10
2.1%
9
10
2.1%
10
9
1.9%
60
8
1.7%
29
8
1.7%
18
8
1.7%
36
8
1.7%
8
8
1.7%
5
8
1.7%
7
8
1.7%
SMALLEST VALUES

0
24
5.0%
1
14
2.9%
2
12
2.5%
3
7
1.5%
4
10
2.1%
5
8
1.7%
6
2
0.4%
7
8
1.7%
8
8
1.7%
9
10
2.1%
10
9
1.9%
11
6
1.2%
12
3
0.6%
13
4
0.8%
14
2
0.4%
LARGEST VALUES

440
1
0.2%
331
1
0.2%
326
1
0.2%
282
1
0.2%
269
1
0.2%
265
1
0.2%
256
1
0.2%
241
1
0.2%
238
1
0.2%
231
1
0.2%
226
1
0.2%
224
2
0.4%
222
1
0.2%
218
1
0.2%
207
1
0.2%
drb
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

trb
0.99
x2p
0.86
orb
0.84
x2pa
0.84
pf
0.82
mp
0.82
fg
0.82
pts
0.78
gs
0.77
fga
0.77
fta
0.76
blk
0.74
tov
0.74
g
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.34
bref_team_id
0.21
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
8
1.7%
3
7
1.5%
12
6
1.2%
19
6
1.2%
16
6
1.2%
8
6
1.2%
114
5
1.0%
124
4
0.8%
44
4
0.8%
135
4
0.8%
336
4
0.8%
141
4
0.8%
35
4
0.8%
31
4
0.8%
102
4
0.8%
SMALLEST VALUES

0
8
1.7%
1
4
0.8%
2
4
0.8%
3
7
1.5%
4
3
0.6%
5
4
0.8%
6
2
0.4%
7
2
0.4%
8
6
1.2%
9
3
0.6%
10
2
0.4%
11
3
0.6%
12
6
1.2%
13
2
0.4%
15
1
0.2%
LARGEST VALUES

783
1
0.2%
739
1
0.2%
636
1
0.2%
635
1
0.2%
631
1
0.2%
618
1
0.2%
613
1
0.2%
599
1
0.2%
565
2
0.4%
563
1
0.2%
540
1
0.2%
530
1
0.2%
529
1
0.2%
504
1
0.2%
495
2
0.4%
trb
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

drb
0.99
orb
0.92
x2p
0.83
pf
0.82
x2pa
0.80
blk
0.78
mp
0.77
fg
0.77
gs
0.74
pts
0.73
fta
0.72
fga
0.71
g
0.68
tov
0.68

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.40
bref_team_id
0.20
season
0.00
season_end
0.00
MOST FREQUENT VALUES

3
6
1.2%
0
5
1.0%
1
5
1.0%
2
5
1.0%
155
4
0.8%
27
4
0.8%
208
4
0.8%
20
4
0.8%
130
4
0.8%
129
4
0.8%
17
4
0.8%
175
4
0.8%
26
4
0.8%
55
4
0.8%
52
3
0.6%
SMALLEST VALUES

0
5
1.0%
1
5
1.0%
2
5
1.0%
3
6
1.2%
4
2
0.4%
5
3
0.6%
6
2
0.4%
7
3
0.6%
8
3
0.6%
9
3
0.6%
10
2
0.4%
11
1
0.2%
12
1
0.2%
14
2
0.4%
15
3
0.6%
LARGEST VALUES

1114
1
0.2%
1071
1
0.2%
963
1
0.2%
900
1
0.2%
866
1
0.2%
831
1
0.2%
795
1
0.2%
792
1
0.2%
767
1
0.2%
765
1
0.2%
760
1
0.2%
757
1
0.2%
754
1
0.2%
721
1
0.2%
714
1
0.2%
ast
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

tov
0.86
stl
0.77
fga
0.75
pts
0.74
mp
0.73
fg
0.71
ft
0.70
fta
0.67
x2pa
0.65
x3pa
0.64
gs
0.64
x3p
0.62
x2p
0.61
g
0.55

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.50
bref_team_id
0.13
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
17
3.5%
1
11
2.3%
2
11
2.3%
3
8
1.7%
5
7
1.5%
6
7
1.5%
17
7
1.5%
8
7
1.5%
20
6
1.2%
52
6
1.2%
13
5
1.0%
31
5
1.0%
34
5
1.0%
36
5
1.0%
15
5
1.0%
SMALLEST VALUES

0
17
3.5%
1
11
2.3%
2
11
2.3%
3
8
1.7%
4
4
0.8%
5
7
1.5%
6
7
1.5%
7
4
0.8%
8
7
1.5%
9
3
0.6%
10
4
0.8%
11
3
0.6%
12
4
0.8%
13
5
1.0%
14
3
0.6%
LARGEST VALUES

721
1
0.2%
704
1
0.2%
666
1
0.2%
663
1
0.2%
609
1
0.2%
586
1
0.2%
543
1
0.2%
528
1
0.2%
488
1
0.2%
477
1
0.2%
476
1
0.2%
471
1
0.2%
457
1
0.2%
454
1
0.2%
447
2
0.4%
stl
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mp
0.85
tov
0.83
fga
0.80
pts
0.80
fg
0.79
ast
0.77
gs
0.74
pf
0.74
fta
0.73
x2pa
0.73
ft
0.72
x2p
0.71
g
0.71
drb
0.63

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.27
bref_team_id
0.20
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
25
5.2%
1
14
2.9%
3
14
2.9%
6
13
2.7%
8
13
2.7%
14
12
2.5%
7
11
2.3%
10
11
2.3%
41
10
2.1%
2
9
1.9%
9
9
1.9%
19
8
1.7%
35
8
1.7%
60
8
1.7%
4
8
1.7%
SMALLEST VALUES

0
25
5.2%
1
14
2.9%
2
9
1.9%
3
14
2.9%
4
8
1.7%
5
6
1.2%
6
13
2.7%
7
11
2.3%
8
13
2.7%
9
9
1.9%
10
11
2.3%
11
4
0.8%
12
3
0.6%
13
6
1.2%
14
12
2.5%
LARGEST VALUES

191
1
0.2%
167
1
0.2%
154
1
0.2%
151
2
0.4%
149
1
0.2%
141
1
0.2%
130
1
0.2%
129
2
0.4%
128
1
0.2%
127
1
0.2%
126
1
0.2%
121
2
0.4%
119
1
0.2%
115
1
0.2%
114
1
0.2%
blk
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

orb
0.78
trb
0.78
drb
0.74
pf
0.63
x2p
0.58
x2pa
0.54
mp
0.51
gs
0.51
fg
0.48
g
0.48
fta
0.46
pts
0.43
fga
0.41
fg.
0.40

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.48
bref_team_id
0.20
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
46
9.6%
1
35
7.3%
2
19
4.0%
4
18
3.7%
7
17
3.5%
3
16
3.3%
8
15
3.1%
5
15
3.1%
9
13
2.7%
11
12
2.5%
13
11
2.3%
12
10
2.1%
14
10
2.1%
15
10
2.1%
20
10
2.1%
SMALLEST VALUES

0
46
9.6%
1
35
7.3%
2
19
4.0%
3
16
3.3%
4
18
3.7%
5
15
3.1%
6
4
0.8%
7
17
3.5%
8
15
3.1%
9
13
2.7%
10
9
1.9%
11
12
2.5%
12
10
2.1%
13
11
2.3%
14
10
2.1%
LARGEST VALUES

219
1
0.2%
203
1
0.2%
189
1
0.2%
182
1
0.2%
139
2
0.4%
131
1
0.2%
128
1
0.2%
121
3
0.6%
116
1
0.2%
112
1
0.2%
110
1
0.2%
108
1
0.2%
100
1
0.2%
99
1
0.2%
97
1
0.2%
tov
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

pts
0.91
fga
0.91
fg
0.90
mp
0.89
fta
0.88
x2pa
0.88
ft
0.87
x2p
0.86
ast
0.86
stl
0.83
pf
0.78
gs
0.77
drb
0.74
g
0.71

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

pos
0.26
bref_team_id
0.18
season
0.00
season_end
0.00
MOST FREQUENT VALUES

0
12
2.5%
1
11
2.3%
2
11
2.3%
11
9
1.9%
95
8
1.7%
60
8
1.7%
34
8
1.7%
5
8
1.7%
44
7
1.5%
26
7
1.5%
14
7
1.5%
58
7
1.5%
10
6
1.2%
79
6
1.2%
39
6
1.2%
SMALLEST VALUES

0
12
2.5%
1
11
2.3%
2
11
2.3%
3
6
1.2%
4
4
0.8%
5
8
1.7%
6
4
0.8%
7
6
1.2%
8
1
0.2%
9
6
1.2%
10
6
1.2%
11
9
1.9%
12
3
0.6%
13
3
0.6%
14
7
1.5%
LARGEST VALUES

295
1
0.2%
294
1
0.2%
285
1
0.2%
270
1
0.2%
265
1
0.2%
264
1
0.2%
256
1
0.2%
251
1
0.2%
247
1
0.2%
232
1
0.2%
229
1
0.2%
224
3
0.6%
221
1
0.2%
215
1
0.2%
213
2
0.4%
pf
MISSING:
---
NUMERICAL ASSOCIATIONS
(PEARSON, -1 to 1)

mp
0.88
g
0.87
drb
0.82
trb
0.82
fg
0.80
fga
0.79
pts
0.78
x2p
0.78
x2pa
0.78
tov
0.78
stl
0.74
gs
0.73
orb
0.71
fta
0.70

CATEGORICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)

bref_team_id
0.22
pos
0.21
season
0.00
season_end
0.00
MOST FREQUENT VALUES

1
8
1.7%
0
7
1.5%
65
7
1.5%
210
7
1.5%
11
7
1.5%
3
6
1.2%
147
6
1.2%
146
6
1.2%
17
6
1.2%
62
5
1.0%
197
5
1.0%
92
5
1.0%
121
5
1.0%
18
5
1.0%
124
5
1.0%
SMALLEST VALUES

0
7
1.5%
1
8
1.7%
2
4
0.8%
3
6
1.2%
4
4
0.8%
5
4
0.8%
6
4
0.8%
7
3
0.6%
8
1
0.2%
9
2
0.4%
10
3
0.6%
11
7
1.5%
12
1
0.2%
13
3
0.6%
15
3
0.6%
LARGEST VALUES

273
1
0.2%
271
1
0.2%
270
1
0.2%
269
1
0.2%
267
1
0.2%
265
1
0.2%
264
1
0.2%
251
2
0.4%
249
1
0.2%
245
2
0.4%
243
1
0.2%
240
1
0.2%
237
1
0.2%
236
1
0.2%
234
1
0.2%
season
MISSING:
---
TOP CATEGORIES

pts
(avg)
2013-2014
481
100%
517
ALL
481
100%
517
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
season
PROVIDES INFORMATION ON...

season_end
1.00
pos
0.00
bref_team_id
-0.00

THESE FEATURES GIVE INFORMATION
ON season:

pos
1.00
bref_team_id
1.00
season_end
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
season
CORRELATION RATIO WITH...

pts
0.00
age
0.00
g
0.00
gs
0.00
mp
0.00
fg
0.00
fga
0.00
fg.
0.00
x3p
0.00
x3pa
0.00
x3p.
0.00
x2p
0.00
x2pa
0.00
x2p.
0.00
season_end
MISSING:
---
TOP CATEGORIES

pts
(avg)
2013
481
100%
517
ALL
481
100%
517
CATEGORICAL ASSOCIATIONS
(UNCERTAINTY COEFFICIENT, 0 to 1)
season_end
PROVIDES INFORMATION ON...

season
1.00
pos
0.00
bref_team_id
-0.00

THESE FEATURES GIVE INFORMATION
ON season_end:

pos
1.00
bref_team_id
1.00
season
1.00

NUMERICAL ASSOCIATIONS
(CORRELATION RATIO, 0 to 1)
season_end
CORRELATION RATIO WITH...

pts
0.00
age
0.00
g
0.00
gs
0.00
mp
0.00
fg
0.00
fga
0.00
fg.
0.00
x3p
0.00
x3pa
0.00
x3p.
0.00
x2p
0.00
x2pa
0.00
x2p.
0.00